Selected Publications from 2000-2001

     (Other publications)

Data Mining and Web Analysis

  1. Sugato Basu, Raymond J. Mooney, Krupakar V. Pasupuleti and Joydeep Ghosh, "Evaluating the Novelty of Text-Mined Rules using Lexical Knowledge", Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2001) (short paper), pp. 233-238, San Francisco, CA, August, 2001 abstract, pdf

  2. G. Gupta and J. Ghosh, "Detecting Seasonal Trends and Cluster Motion Visualization for very High Dimensional Transactional Data", Proc. First Siam Conf. On Data Mining, (SDM2001), Chicago, April 2001. abstract, gzipped ps

  3. J.Ghosh and K. Tumer, "Robust Order Statistics Based Ensembles for Distributed Data Mining" in Advances in Distributed and Parallel Knowledge Discovery, H. Kargupta and P. Chan (Eds), AAAI Press, 2000, pp. 185-210. abstract, gzipped ps

  4. A.Strehl, J. Ghosh and R. Mooney, "Impact of Similarity Measures on Web-page Clustering", in Proc. AAAI workshop on AI for Web Search, K. Bollacker (Ed), TR WS-00-01, AAAI Press, July 2000, pp. 58-64.abstract , gzipped ps, pdf

Multi-learner Systems

  1. S. Kumar, J. Ghosh and M. M. Crawford, "Best Basis Feature Extraction Algorithms for Classification of Hyperspectral Sata", IEEE Trans. Geoscience and Remote Sensing, Spl. Issue on Analysis of Hyperspectral Data, 39(7), July 2001, pp. 1368-79. abstract, pdf

  2. K. Bollacker and J. Ghosh, "Knowledge Transfer Mechanisms for Characterizing Image Datasets", in "Soft Computing and Image Processing", S.K. Pal, A. Ghosh and M.K. Kundu (eds.), Physica-Verlag, Heidelberg, 2000. abstract, compressed ps

  3. J. Ghosh and I. Taha, "A Neural-Symbolic Hybrid Intelligent Architecture with Applications", in Recent Advances in Artificial Neural Networks: Design and Applications, L. Jain and A.M. Fanelli (Eds.), CRC Press, 2000, pp. 1-38.  abstract , gzipped ps

  4. K. Chang and J. Ghosh, "A Unified Model for Probabilistic Principal Surfaces", IEEE Trans. PAMI, 23(1), Jan 2001, pp. 22-41. abstract, gzipped ps

  5. J.Ghosh, "Adaptive and Neural Methods for Image Segmentation" in Handbook of Image and Video Processing, A. C. Bovik (ed), Academic Press, 2000, pp. 401-414. abstract , gzipped ps

  6. J. Ghosh and A. Nag, "Radial Basis Function Networks" in Radial Basis Function Neural Network Theory and Applications, R. J. Howlett and L. C. Jain (Eds), Physica-Verlag., 2000. abstract , gzipped ps

Last Updated: Oct, 2004